Overview

Brought to you by YData

Dataset statistics

Number of variables	28
Number of observations	4945
Missing cells	153
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.4 MiB
Average record size in memory	509.0 B

Variable types

Text	1
Numeric	26
Categorical	1

Alerts

`parsable_nonempty` has constant value "1"	Constant
`articulation_ratio` is highly overall correlated with `notes_density` and 1 other fields	High correlation
`empty_beat_rate` is highly overall correlated with `empty_measure_rate`	High correlation
`empty_measure_rate` is highly overall correlated with `empty_beat_rate`	High correlation
`groove_consistency` is highly overall correlated with `offgrid_rate_16`	High correlation
`length_measures` is highly overall correlated with `tempo_mean_bpm`	High correlation
`n_pitch_classes_used` is highly overall correlated with `n_pitches_used` and 3 other fields	High correlation
`n_pitches_used` is highly overall correlated with `n_pitch_classes_used` and 4 other fields	High correlation
`notes_density` is highly overall correlated with `articulation_ratio` and 1 other fields	High correlation
`offgrid_rate_16` is highly overall correlated with `groove_consistency`	High correlation
`onset_density_var_meas` is highly overall correlated with `notes_density`	High correlation
`pitch_class_entropy` is highly overall correlated with `n_pitch_classes_used` and 3 other fields	High correlation
`pitch_entropy` is highly overall correlated with `n_pitch_classes_used` and 3 other fields	High correlation
`pitch_range` is highly overall correlated with `n_pitches_used`	High correlation
`polyphony` is highly overall correlated with `polyphony_rate`	High correlation
`polyphony_rate` is highly overall correlated with `articulation_ratio` and 1 other fields	High correlation
`scale_consistency` is highly overall correlated with `n_pitch_classes_used` and 3 other fields	High correlation
`tempo_changes` is highly overall correlated with `tempo_std_bpm`	High correlation
`tempo_mean_bpm` is highly overall correlated with `length_measures`	High correlation
`tempo_std_bpm` is highly overall correlated with `tempo_changes`	High correlation
`velocity_p95_minus_p5` is highly overall correlated with `velocity_std`	High correlation
`velocity_std` is highly overall correlated with `velocity_p95_minus_p5`	High correlation
`same_pitch_overlap_count` is highly skewed (γ1 = 20.06711462)	Skewed
`time_signature_changes` is highly skewed (γ1 = 30.0626527)	Skewed
`tempo_changes` is highly skewed (γ1 = 20.81949916)	Skewed
`path` has unique values	Unique
`empty_beat_rate` has 1134 (22.9%) zeros	Zeros
`empty_measure_rate` has 1949 (39.4%) zeros	Zeros
`same_pitch_overlap_count` has 2786 (56.3%) zeros	Zeros
`time_signature_changes` has 4220 (85.3%) zeros	Zeros
`tempo_std_bpm` has 3395 (68.7%) zeros	Zeros
`tempo_changes` has 3395 (68.7%) zeros	Zeros
`offgrid_rate_16` has 404 (8.2%) zeros	Zeros
`velocity_std` has 265 (5.4%) zeros	Zeros
`velocity_p95_minus_p5` has 409 (8.3%) zeros	Zeros
`drum_note_ratio` has 622 (12.6%) zeros	Zeros

Reproduction

Analysis started	2025-09-20 20:03:13.764163
Analysis finished	2025-09-20 20:04:19.331350
Duration	1 minute and 5.57 seconds
Software version	ydata-profiling v4.16.1
Download configuration	config.json

path
Text

Unique

Distinct	4945
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	78
Median length	78
Mean length	78
Min length	78

Characters and Unicode

Total characters	385710
Distinct characters	50
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4945 ?
Unique (%)	100.0%

Sample

1st row	data\lmd_matched\L\Z\W\TRLZWCX128F145AA1D\ab7ab1af34eee345a1b10cc05511aade.mid
2nd row	data\lmd_matched\Z\E\Z\TRZEZJQ128F148A16C\126e07424cdd7d80897d53025c69d50e.mid
3rd row	data\lmd_matched\C\Z\R\TRCZRSP12903D000ED\9d67f17e1edb1cf6632a3ad237b54fc3.mid
4th row	data\lmd_matched\W\H\C\TRWHCTE128F92F9098\944ffadab173149ac284c43280b5c7f9.mid
5th row	data\lmd_matched\S\F\S\TRSFSEN12903CB466B\b1c29d073fc61775668e4b08969450f1.mid

Value	Count	Frequency (%)
data\lmd_matched\l\z\w\trlzwcx128f145aa1d\ab7ab1af34eee345a1b10cc05511aade.mid	1	< 0.1%
data\lmd_matched\n\d\c\trndcha128f149c1e3\2c77d351ced6bce2fea61eb5596b3084.mid	1	< 0.1%
data\lmd_matched\c\z\r\trczrsp12903d000ed\9d67f17e1edb1cf6632a3ad237b54fc3.mid	1	< 0.1%
data\lmd_matched\w\h\c\trwhcte128f92f9098\944ffadab173149ac284c43280b5c7f9.mid	1	< 0.1%
data\lmd_matched\s\f\s\trsfsen12903cb466b\b1c29d073fc61775668e4b08969450f1.mid	1	< 0.1%
data\lmd_matched\a\d\n\tradnfj128f92ffa5a\2bdf04253e981eb1a30b9df7beec30e1.mid	1	< 0.1%
data\lmd_matched\j\m\u\trjmufe128f4271ba7\9995e2c208cd5d8b8c5bba658bc197bf.mid	1	< 0.1%
data\lmd_matched\u\k\e\trukeiz128ef34b6c4\26e82b06f7d58898ae263f4c9f333e00.mid	1	< 0.1%
data\lmd_matched\p\h\b\trphbms128ef351f1e\514ddc3d4b33205be7d8ec149fdc1e32.mid	1	< 0.1%
data\lmd_matched\v\y\t\trvytrv128f9341c05\5c5ff78ce1a06c4837b22c181efef718.mid	1	< 0.1%
Other values (4935)	4935	99.8%

Most occurring characters

Value	Count	Frequency (%)
d	29738	7.7%
\	29670	7.7%
a	24870	6.4%
2	19005	4.9%
1	16761	4.3%
8	15883	4.1%
e	14911	3.9%
m	14835	3.8%
c	14740	3.8%
9	13921	3.6%
Other values (40)	191376	49.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	385710	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
d	29738	7.7%
\	29670	7.7%
a	24870	6.4%
2	19005	4.9%
1	16761	4.3%
8	15883	4.1%
e	14911	3.9%
m	14835	3.8%
c	14740	3.8%
9	13921	3.6%
Other values (40)	191376	49.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	385710	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
d	29738	7.7%
\	29670	7.7%
a	24870	6.4%
2	19005	4.9%
1	16761	4.3%
8	15883	4.1%
e	14911	3.9%
m	14835	3.8%
c	14740	3.8%
9	13921	3.6%
Other values (40)	191376	49.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	385710	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
d	29738	7.7%
\	29670	7.7%
a	24870	6.4%
2	19005	4.9%
1	16761	4.3%
8	15883	4.1%
e	14911	3.9%
m	14835	3.8%
c	14740	3.8%
9	13921	3.6%
Other values (40)	191376	49.6%

polyphony
Real number (ℝ)

High correlation

Distinct	4202
Distinct (%)	85.3%
Missing	19
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	5.1539283

Minimum	1
Maximum	11.454507
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	1
5-th percentile	2.4600985
Q1	4.018577
median	5.2057215
Q3	6.2553417
95-th percentile	7.7421581
Maximum	11.454507
Range	10.454507
Interquartile range (IQR)	2.2367647

Descriptive statistics

Standard deviation	1.5911194
Coefficient of variation (CV)	0.30871975
Kurtosis	-0.27464103
Mean	5.1539283
Median Absolute Deviation (MAD)	1.1113478
Skewness	-0.040155722
Sum	25388.251
Variance	2.5316611
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.231466732	9	0.2%
6.742997691	6	0.1%
4.817798236	6	0.1%
2.150053735	6	0.1%
1	6	0.1%
2.397460019	6	0.1%
5.548766864	6	0.1%
4.607082481	6	0.1%
3.582825203	6	0.1%
6.723824632	6	0.1%
Other values (4192)	4863	98.3%
(Missing)	19	0.4%

Value	Count	Frequency (%)
1	6	0.1%
1.018203883	1	< 0.1%
1.080069626	1	< 0.1%
1.095950704	1	< 0.1%
1.130612245	1	< 0.1%
1.142806956	1	< 0.1%
1.167844523	3	0.1%
1.177572707	1	< 0.1%
1.178191489	3	0.1%
1.202492212	1	< 0.1%

Value	Count	Frequency (%)
11.45450692	1	< 0.1%
10.18793411	1	< 0.1%
9.936640893	1	< 0.1%
9.933340006	1	< 0.1%
9.89449619	1	< 0.1%
9.790008276	1	< 0.1%
9.779057018	1	< 0.1%
9.691302485	1	< 0.1%
9.685951577	1	< 0.1%
9.614814815	1	< 0.1%

polyphony_rate
Real number (ℝ)

High correlation

Distinct	4097
Distinct (%)	82.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.80608004

Minimum	0
Maximum	1
Zeros	47
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.33026889
Q1	0.73684211
median	0.89170801
Q3	0.95433953
95-th percentile	0.98410609
Maximum	1
Range	1
Interquartile range (IQR)	0.21749743

Descriptive statistics

Standard deviation	0.21441643
Coefficient of variation (CV)	0.26599893
Kurtosis	2.9853069
Mean	0.80608004
Median Absolute Deviation (MAD)	0.078581028
Skewness	-1.7938494
Sum	3986.0658
Variance	0.045974406
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	47	1.0%
1	24	0.5%
0.9752184844	8	0.2%
0.2392247906	6	0.1%
0.9800754717	6	0.1%
0.975	6	0.1%
0.7407564811	6	0.1%
0.9910848348	6	0.1%
0.7679640719	6	0.1%
0.720421459	6	0.1%
Other values (4087)	4824	97.6%

Value	Count	Frequency (%)
0	47	1.0%
0.001275510204	1	< 0.1%
0.001283697047	4	0.1%
0.004790419162	1	< 0.1%
0.006774361647	3	0.1%
0.01631853786	1	< 0.1%
0.01673640167	1	< 0.1%
0.01844532279	3	0.1%
0.02081081081	5	0.1%
0.02114910116	2	< 0.1%

Value	Count	Frequency (%)
1	24	0.5%
0.9998647186	1	< 0.1%
0.999717833	1	< 0.1%
0.9995340602	3	0.1%
0.9993284083	1	< 0.1%
0.9992897727	1	< 0.1%
0.9990384615	2	< 0.1%
0.9990310078	1	< 0.1%
0.998895202	1	< 0.1%
0.9986977625	1	< 0.1%

notes_density
Real number (ℝ)

High correlation

Distinct	4221
Distinct (%)	85.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.323698

Minimum	0.21305234
Maximum	112.38816
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0.21305234
5-th percentile	6.2695543
Q1	13.231031
median	19.395173
Q3	27.674909
95-th percentile	41.870514
Maximum	112.38816
Range	112.17511
Interquartile range (IQR)	14.443877

Descriptive statistics

Standard deviation	11.252525
Coefficient of variation (CV)	0.52770048
Kurtosis	2.8772222
Mean	21.323698
Median Absolute Deviation (MAD)	6.8491245
Skewness	1.1720049
Sum	105445.68
Variance	126.61933
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.84312981	9	0.2%
7.376893939	7	0.1%
11.14467763	6	0.1%
40.88805447	6	0.1%
34.47043284	6	0.1%
53.62451567	6	0.1%
15.51003269	6	0.1%
71.42599735	6	0.1%
37.37879203	6	0.1%
24.52025573	6	0.1%
Other values (4211)	4881	98.7%

Value	Count	Frequency (%)
0.2130523396	1	< 0.1%
0.3762747669	1	< 0.1%
0.7707502233	1	< 0.1%
1.43479585	1	< 0.1%
1.445906603	1	< 0.1%
1.460630013	1	< 0.1%
1.962220851	1	< 0.1%
2.019476628	2	< 0.1%
2.269229476	1	< 0.1%
2.39066983	1	< 0.1%

Value	Count	Frequency (%)
112.3881635	1	< 0.1%
87.21154639	2	< 0.1%
86.03020302	1	< 0.1%
85.53177691	2	< 0.1%
76.6040912	1	< 0.1%
73.67699115	1	< 0.1%
71.42599735	6	0.1%
68.89066519	1	< 0.1%
66.6740447	1	< 0.1%
66.54764993	1	< 0.1%

empty_beat_rate
Real number (ℝ)

High correlation Zeros

Distinct	1663
Distinct (%)	33.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.011742172

Minimum	0
Maximum	0.45758929
Zeros	1134
Zeros (%)	22.9%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0028169014
median	0.0096153846
Q3	0.015748031
95-th percentile	0.030839801
Maximum	0.45758929
Range	0.45758929
Interquartile range (IQR)	0.01293113

Descriptive statistics

Standard deviation	0.016718829
Coefficient of variation (CV)	1.4238276
Kurtosis	234.64019
Mean	0.011742172
Median Absolute Deviation (MAD)	0.0063208704
Skewness	11.603604
Sum	58.06504
Variance	0.00027951923
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1134	22.9%
0.01719197708	19	0.4%
0.01754385965	16	0.3%
0.01403508772	16	0.3%
0.009685230024	15	0.3%
0.01365187713	14	0.3%
0.01346801347	14	0.3%
0.01016949153	14	0.3%
0.008385744235	14	0.3%
0.01052631579	13	0.3%
Other values (1653)	3676	74.3%

Value	Count	Frequency (%)
0	1134	22.9%
0.001140250855	1	< 0.1%
0.001201923077	1	< 0.1%
0.001287001287	1	< 0.1%
0.001298701299	1	< 0.1%
0.001342281879	1	< 0.1%
0.001479289941	1	< 0.1%
0.001497005988	1	< 0.1%
0.001524390244	1	< 0.1%
0.001547987616	4	0.1%

Value	Count	Frequency (%)
0.4575892857	1	< 0.1%
0.3766519824	1	< 0.1%
0.3684210526	1	< 0.1%
0.3238636364	1	< 0.1%
0.2520064205	1	< 0.1%
0.1993243243	1	< 0.1%
0.1897590361	1	< 0.1%
0.1891891892	1	< 0.1%
0.1571428571	1	< 0.1%
0.1370786517	2	< 0.1%

empty_measure_rate
Real number (ℝ)

High correlation Zeros

Distinct	374
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0087154086

Minimum	0
Maximum	0.41964286
Zeros	1949
Zeros (%)	39.4%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.0076335878
Q3	0.0125
95-th percentile	0.025
Maximum	0.41964286
Range	0.41964286
Interquartile range (IQR)	0.0125

Descriptive statistics

Standard deviation	0.015155451
Coefficient of variation (CV)	1.7389261
Kurtosis	295.532
Mean	0.0087154086
Median Absolute Deviation (MAD)	0.0076335878
Skewness	13.505327
Sum	43.097695
Variance	0.0002296877
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1949	39.4%
0.01136363636	57	1.2%
0.01	43	0.9%
0.0101010101	41	0.8%
0.01149425287	40	0.8%
0.01388888889	39	0.8%
0.01162790698	34	0.7%
0.01612903226	32	0.6%
0.009523809524	32	0.6%
0.01351351351	32	0.6%
Other values (364)	2646	53.5%

Value	Count	Frequency (%)
0	1949	39.4%
0.001545595054	1	< 0.1%
0.002105263158	1	< 0.1%
0.002247191011	1	< 0.1%
0.002985074627	1	< 0.1%
0.003278688525	1	< 0.1%
0.003367003367	1	< 0.1%
0.003424657534	2	< 0.1%
0.003472222222	3	0.1%
0.003484320557	1	< 0.1%

Value	Count	Frequency (%)
0.4196428571	1	< 0.1%
0.3684210526	2	< 0.1%
0.3181818182	1	< 0.1%
0.2371794872	1	< 0.1%
0.1891891892	2	< 0.1%
0.1807228916	1	< 0.1%
0.125	2	< 0.1%
0.1111111111	1	< 0.1%
0.1	1	< 0.1%
0.09090909091	1	< 0.1%

groove_consistency
Real number (ℝ)

High correlation

Distinct	3869
Distinct (%)	78.3%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.9306825

Minimum	0.52390588
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0.52390588
5-th percentile	0.82036565
Q1	0.90298034
median	0.94469136
Q3	0.97392515
95-th percentile	0.99227151
Maximum	1
Range	0.47609412
Interquartile range (IQR)	0.070944808

Descriptive statistics

Standard deviation	0.057552839
Coefficient of variation (CV)	0.061839391
Kurtosis	3.9388414
Mean	0.9306825
Median Absolute Deviation (MAD)	0.033398177
Skewness	-1.6124738
Sum	4601.2943
Variance	0.0033123292
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9583333333	11	0.2%
0.9827898551	10	0.2%
0.9790455426	9	0.2%
0.9635416667	9	0.2%
0.9895833333	9	0.2%
0.9791666667	9	0.2%
0.9207375479	9	0.2%
0.9209183673	8	0.2%
0.9646464646	7	0.1%
0.9935897436	6	0.1%
Other values (3859)	4857	98.2%

Value	Count	Frequency (%)
0.5239058753	2	< 0.1%
0.5420026882	1	< 0.1%
0.5974025974	1	< 0.1%
0.6124007937	1	< 0.1%
0.6385416667	1	< 0.1%
0.6490036232	1	< 0.1%
0.6495646766	1	< 0.1%
0.6536458333	1	< 0.1%
0.6550245098	1	< 0.1%
0.6621476716	1	< 0.1%

Value	Count	Frequency (%)
1	6	0.1%
0.9996980676	1	< 0.1%
0.9990472561	1	< 0.1%
0.9990310078	1	< 0.1%
0.9989073427	1	< 0.1%
0.9987373737	1	< 0.1%
0.9987331081	2	< 0.1%
0.9987296748	2	< 0.1%
0.9986444064	1	< 0.1%
0.9985532407	2	< 0.1%

n_pitch_classes_used
Real number (ℝ)

High correlation

Distinct	12
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.286552

Minimum	0
Maximum	12
Zeros	19
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0
5-th percentile	7
Q1	9
median	11
Q3	12
95-th percentile	12
Maximum	12
Range	12
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.8349667
Coefficient of variation (CV)	0.17838501
Kurtosis	2.9399725
Mean	10.286552
Median Absolute Deviation (MAD)	1
Skewness	-1.2726039
Sum	50867
Variance	3.3671027
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
12	1819	36.8%
11	871	17.6%
10	721	14.6%
9	633	12.8%
8	468	9.5%
7	361	7.3%
6	34	0.7%
0	19	0.4%
5	9	0.2%
4	4	0.1%
Other values (2)	6	0.1%

Value	Count	Frequency (%)
0	19	0.4%
2	3	0.1%
3	3	0.1%
4	4	0.1%
5	9	0.2%
6	34	0.7%
7	361	7.3%
8	468	9.5%
9	633	12.8%
10	721	14.6%

Value	Count	Frequency (%)
12	1819	36.8%
11	871	17.6%
10	721	14.6%
9	633	12.8%
8	468	9.5%
7	361	7.3%
6	34	0.7%
5	9	0.2%
4	4	0.1%
3	3	0.1%

n_pitches_used
Real number (ℝ)

High correlation

Distinct	87
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.716886

Minimum	0
Maximum	103
Zeros	19
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0
5-th percentile	23
Q1	34
median	42
Q3	51
95-th percentile	64
Maximum	103
Range	103
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	12.927008
Coefficient of variation (CV)	0.30262056
Kurtosis	0.37703782
Mean	42.716886
Median Absolute Deviation (MAD)	8
Skewness	0.040739948
Sum	211235
Variance	167.10753
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
43	182	3.7%
42	167	3.4%
37	165	3.3%
36	163	3.3%
44	162	3.3%
38	154	3.1%
34	153	3.1%
47	152	3.1%
41	150	3.0%
39	147	3.0%
Other values (77)	3350	67.7%

Value	Count	Frequency (%)
0	19	0.4%
4	4	0.1%
5	2	< 0.1%
6	4	0.1%
7	5	0.1%
8	3	0.1%
9	8	0.2%
10	3	0.1%
11	8	0.2%
12	6	0.1%

Value	Count	Frequency (%)
103	1	< 0.1%
92	1	< 0.1%
90	1	< 0.1%
88	2	< 0.1%
87	1	< 0.1%
86	1	< 0.1%
84	1	< 0.1%
82	2	< 0.1%
81	1	< 0.1%
80	1	< 0.1%

pitch_class_entropy
Real number (ℝ)

High correlation

Distinct	3950
Distinct (%)	80.2%
Missing	19
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	2.8390874

Minimum	0.54799001
Maximum	3.5628779
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0.54799001
5-th percentile	2.3666386
Q1	2.6892156
median	2.8263946
Q3	3.024897
95-th percentile	3.339352
Maximum	3.5628779
Range	3.0148879
Interquartile range (IQR)	0.3356815

Descriptive statistics

Standard deviation	0.30649492
Coefficient of variation (CV)	0.10795544
Kurtosis	4.6810505
Mean	2.8390874
Median Absolute Deviation (MAD)	0.1607517
Skewness	-1.0046749
Sum	13985.344
Variance	0.093939135
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.825989093	12	0.2%
2.891806771	9	0.2%
3.343185501	9	0.2%
1.840750661	8	0.2%
3.203576039	8	0.2%
2.819500023	7	0.1%
2.792782293	7	0.1%
2.961108044	7	0.1%
2.953328823	7	0.1%
3.050679979	6	0.1%
Other values (3940)	4846	98.0%
(Missing)	19	0.4%

Value	Count	Frequency (%)
0.5479900081	3	0.1%
0.7191131381	1	< 0.1%
0.9992946633	1	< 0.1%
1.204698682	1	< 0.1%
1.231981781	1	< 0.1%
1.259866395	3	0.1%
1.296043382	2	< 0.1%
1.298929878	1	< 0.1%
1.316039102	1	< 0.1%
1.413237791	1	< 0.1%

Value	Count	Frequency (%)
3.562877917	1	< 0.1%
3.55784278	1	< 0.1%
3.557317161	1	< 0.1%
3.545897023	1	< 0.1%
3.545054198	1	< 0.1%
3.532925935	1	< 0.1%
3.53272896	3	0.1%
3.531850937	2	< 0.1%
3.531729039	1	< 0.1%
3.527614819	1	< 0.1%

pitch_entropy
Real number (ℝ)

High correlation

Distinct	3979
Distinct (%)	80.8%
Missing	19
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	4.4609878

Minimum	1.2990762
Maximum	5.8726713
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	1.2990762
5-th percentile	3.6593246
Q1	4.1913856
median	4.4975965
Q3	4.7742111
95-th percentile	5.2005007
Maximum	5.8726713
Range	4.5735951
Interquartile range (IQR)	0.58282547

Descriptive statistics

Standard deviation	0.49911027
Coefficient of variation (CV)	0.11188335
Kurtosis	3.1970953
Mean	4.4609878
Median Absolute Deviation (MAD)	0.29080959
Skewness	-0.949838
Sum	21974.826
Variance	0.24911107
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.730708394	12	0.2%
4.523774646	9	0.2%
5.389928833	9	0.2%
2.960755539	8	0.2%
4.903996962	8	0.2%
4.402698254	7	0.1%
4.486979113	7	0.1%
4.351893397	7	0.1%
4.503199212	7	0.1%
3.951041006	6	0.1%
Other values (3969)	4846	98.0%
(Missing)	19	0.4%

Value	Count	Frequency (%)
1.299076203	3	0.1%
1.405086842	1	< 0.1%
1.778836317	1	< 0.1%
1.911616565	1	< 0.1%
1.933166728	1	< 0.1%
1.982265374	1	< 0.1%
2.042237129	1	< 0.1%
2.09506269	1	< 0.1%
2.103754068	1	< 0.1%
2.104197438	1	< 0.1%

Value	Count	Frequency (%)
5.872671265	1	< 0.1%
5.811881812	1	< 0.1%
5.763840592	1	< 0.1%
5.757173469	1	< 0.1%
5.711512144	1	< 0.1%
5.697830999	1	< 0.1%
5.672092938	1	< 0.1%
5.662842869	2	< 0.1%
5.661891378	1	< 0.1%
5.656835703	1	< 0.1%

pitch_range
Real number (ℝ)

High correlation

Distinct	95
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.870172

Minimum	-127
Maximum	121
Zeros	0
Zeros (%)	0.0%
Negative	19
Negative (%)	0.4%
Memory size	38.8 KiB

Quantile statistics

Minimum	-127
5-th percentile	43
Q1	53
median	60
Q3	67
95-th percentile	79
Maximum	121
Range	248
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	16.415966
Coefficient of variation (CV)	0.27419274
Kurtosis	62.935849
Mean	59.870172
Median Absolute Deviation (MAD)	7
Skewness	-5.5252855
Sum	296058
Variance	269.48395
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	330	6.7%
67	296	6.0%
62	291	5.9%
65	290	5.9%
55	275	5.6%
48	213	4.3%
58	212	4.3%
53	211	4.3%
57	207	4.2%
63	164	3.3%
Other values (85)	2456	49.7%

Value	Count	Frequency (%)
-127	19	0.4%
7	2	< 0.1%
10	3	0.1%
12	2	< 0.1%
13	3	0.1%
14	2	< 0.1%
16	1	< 0.1%
18	1	< 0.1%
19	3	0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
121	1	< 0.1%
119	2	< 0.1%
115	2	< 0.1%
112	2	< 0.1%
104	1	< 0.1%
103	4	0.1%
102	4	0.1%
101	1	< 0.1%
100	3	0.1%
99	2	< 0.1%

scale_consistency
Real number (ℝ)

High correlation

Distinct	3609
Distinct (%)	73.3%
Missing	19
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.93732293

Minimum	0.62334537
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0.62334537
5-th percentile	0.78374995
Q1	0.90739853
median	0.96125908
Q3	0.98979731
95-th percentile	1
Maximum	1
Range	0.37665463
Interquartile range (IQR)	0.082398779

Descriptive statistics

Standard deviation	0.069507867
Coefficient of variation (CV)	0.07415573
Kurtosis	2.2639434
Mean	0.93732293
Median Absolute Deviation (MAD)	0.03406912
Skewness	-1.5696759
Sum	4617.2528
Variance	0.0048313435
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	380	7.7%
0.9946539947	12	0.2%
0.7940137186	9	0.2%
0.9643799472	9	0.2%
0.9971846847	8	0.2%
0.8656195462	8	0.2%
0.9792040158	7	0.1%
0.9357967667	7	0.1%
0.9661016949	7	0.1%
0.9720350404	7	0.1%
Other values (3599)	4472	90.4%
(Missing)	19	0.4%

Value	Count	Frequency (%)
0.623345367	1	< 0.1%
0.6366055588	1	< 0.1%
0.6403256705	1	< 0.1%
0.6416	1	< 0.1%
0.6425046268	1	< 0.1%
0.6493644068	1	< 0.1%
0.6561514196	1	< 0.1%
0.6564833673	1	< 0.1%
0.6574525745	2	< 0.1%
0.6597270414	3	0.1%

Value	Count	Frequency (%)
1	380	7.7%
0.9998946814	1	< 0.1%
0.9998738966	1	< 0.1%
0.9998514778	1	< 0.1%
0.9998372131	1	< 0.1%
0.999807136	1	< 0.1%
0.9998037291	1	< 0.1%
0.9997889405	1	< 0.1%
0.999783737	1	< 0.1%
0.9997814685	1	< 0.1%

same_pitch_overlap_count
Real number (ℝ)

Skewed Zeros

Distinct	224
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.846309

Minimum	0
Maximum	4843
Zeros	2786
Zeros (%)	56.3%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	6
95-th percentile	69
Maximum	4843
Range	4843
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	150.21359
Coefficient of variation (CV)	6.875925
Kurtosis	503.25818
Mean	21.846309
Median Absolute Deviation (MAD)	0
Skewness	20.067115
Sum	108030
Variance	22564.121
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2786	56.3%
1	276	5.6%
2	218	4.4%
3	163	3.3%
4	119	2.4%
6	100	2.0%
8	93	1.9%
5	74	1.5%
7	68	1.4%
10	56	1.1%
Other values (214)	992	20.1%

Value	Count	Frequency (%)
0	2786	56.3%
1	276	5.6%
2	218	4.4%
3	163	3.3%
4	119	2.4%
5	74	1.5%
6	100	2.0%
7	68	1.4%
8	93	1.9%
9	51	1.0%

Value	Count	Frequency (%)
4843	1	< 0.1%
3892	2	< 0.1%
3290	1	< 0.1%
3256	1	< 0.1%
2209	1	< 0.1%
2047	1	< 0.1%
1568	1	< 0.1%
1286	1	< 0.1%
1174	2	< 0.1%
1087	2	< 0.1%

time_signature_changes
Real number (ℝ)

Skewed Zeros

Distinct	39
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.82406471

Minimum	0
Maximum	275
Zeros	4220
Zeros (%)	85.3%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4
Maximum	275
Range	275
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.4011591
Coefficient of variation (CV)	6.55429
Kurtosis	1380.7438
Mean	0.82406471
Median Absolute Deviation (MAD)	0
Skewness	30.062653
Sum	4075
Variance	29.172519
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	4220	85.3%
1	260	5.3%
2	163	3.3%
4	63	1.3%
6	46	0.9%
8	30	0.6%
3	22	0.4%
12	18	0.4%
10	17	0.3%
5	15	0.3%
Other values (29)	91	1.8%

Value	Count	Frequency (%)
0	4220	85.3%
1	260	5.3%
2	163	3.3%
3	22	0.4%
4	63	1.3%
5	15	0.3%
6	46	0.9%
7	9	0.2%
8	30	0.6%
9	8	0.2%

Value	Count	Frequency (%)
275	1	< 0.1%
83	1	< 0.1%
78	1	< 0.1%
68	1	< 0.1%
63	2	< 0.1%
54	1	< 0.1%
52	1	< 0.1%
42	1	< 0.1%
39	1	< 0.1%
38	1	< 0.1%

parsable_nonempty
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	280.2 KiB

1	4945

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4945
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	4945	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	4945	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	4945	100.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4945	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	4945	100.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4945	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	4945	100.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4945	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	4945	100.0%

tempo_mean_bpm
Real number (ℝ)

High correlation

Distinct	1784
Distinct (%)	36.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	106.12983

Minimum	22.5
Maximum	322.89898
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	22.5
5-th percentile	59.204994
Q1	81.000081
median	106.99994
Q3	125.75003
95-th percentile	158.00284
Maximum	322.89898
Range	300.39898
Interquartile range (IQR)	44.749945

Descriptive statistics

Standard deviation	32.201935
Coefficient of variation (CV)	0.30342022
Kurtosis	1.8923858
Mean	106.12983
Median Absolute Deviation (MAD)	21.000064
Skewness	0.68852228
Sum	524812
Variance	1036.9646
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
120	339	6.9%
130.00013	87	1.8%
100	72	1.5%
125	70	1.4%
80	61	1.2%
140.00014	59	1.2%
135.000135	51	1.0%
128	51	1.0%
100	46	0.9%
116.0000851	39	0.8%
Other values (1774)	4070	82.3%

Value	Count	Frequency (%)
22.5	1	< 0.1%
26.42857161	1	< 0.1%
28.88889214	1	< 0.1%
30	1	< 0.1%
31.92063333	2	< 0.1%
32	1	< 0.1%
33.2431628	2	< 0.1%
36.5405515	1	< 0.1%
37.00001501	1	< 0.1%
37.3690233	1	< 0.1%

Value	Count	Frequency (%)
322.8989795	1	< 0.1%
312.000124	1	< 0.1%
300	1	< 0.1%
273.624944	1	< 0.1%
254.000508	1	< 0.1%
250	2	< 0.1%
245.0009596	1	< 0.1%
244.3139203	1	< 0.1%
241.8459167	1	< 0.1%
235.1668634	2	< 0.1%

tempo_std_bpm
Real number (ℝ)

High correlation Zeros

Distinct	1294
Distinct (%)	26.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.6572603

Minimum	0
Maximum	199.02585
Zeros	3395
Zeros (%)	68.7%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4.5000235
95-th percentile	24.982632
Maximum	199.02585
Range	199.02585
Interquartile range (IQR)	4.5000235

Descriptive statistics

Standard deviation	11.184775
Coefficient of variation (CV)	2.4015782
Kurtosis	54.141014
Mean	4.6572603
Median Absolute Deviation (MAD)	0
Skewness	5.3205017
Sum	23030.152
Variance	125.09919
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3395	68.7%
4.955799737	11	0.2%
2.054821618	9	0.2%
15.00000229	9	0.2%
5.04702893	7	0.1%
2.357022604	5	0.1%
9.428086645	5	0.1%
1.60063375	5	0.1%
0.5050649293	5	0.1%
7.923091009	4	0.1%
Other values (1284)	1490	30.1%

Value	Count	Frequency (%)
0	3395	68.7%
0.0004525465298	1	< 0.1%
0.002093420416	1	< 0.1%
0.03505475556	2	< 0.1%
0.1959323616	1	< 0.1%
0.4969109682	1	< 0.1%
0.4969210057	1	< 0.1%
0.4996434369	1	< 0.1%
0.4999186653	2	< 0.1%
0.4999500583	1	< 0.1%

Value	Count	Frequency (%)
199.0258499	1	< 0.1%
187.999876	1	< 0.1%
174.9772345	1	< 0.1%
106.3020766	1	< 0.1%
93.33808926	1	< 0.1%
90.49999137	1	< 0.1%
88.00013373	1	< 0.1%
85.99982468	1	< 0.1%
77.40702466	1	< 0.1%
73.9999745	1	< 0.1%

tempo_changes
Real number (ℝ)

High correlation Skewed Zeros

Distinct	165
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.419414

Minimum	0
Maximum	3540
Zeros	3395
Zeros (%)	68.7%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	39
Maximum	3540
Range	3540
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	94.063946
Coefficient of variation (CV)	7.5739443
Kurtosis	589.93392
Mean	12.419414
Median Absolute Deviation (MAD)	0
Skewness	20.819499
Sum	61414
Variance	8848.0259
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3395	68.7%
1	285	5.8%
2	162	3.3%
4	95	1.9%
3	94	1.9%
5	79	1.6%
6	66	1.3%
7	56	1.1%
10	32	0.6%
8	31	0.6%
Other values (155)	650	13.1%

Value	Count	Frequency (%)
0	3395	68.7%
1	285	5.8%
2	162	3.3%
3	94	1.9%
4	95	1.9%
5	79	1.6%
6	66	1.3%
7	56	1.1%
8	31	0.6%
9	26	0.5%

Value	Count	Frequency (%)
3540	1	< 0.1%
2526	1	< 0.1%
1918	1	< 0.1%
1641	1	< 0.1%
1344	1	< 0.1%
1298	1	< 0.1%
1134	1	< 0.1%
1035	1	< 0.1%
1016	1	< 0.1%
906	1	< 0.1%

offgrid_rate_16
Real number (ℝ)

High correlation Zeros

Distinct	3844
Distinct (%)	77.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.21828436

Minimum	0
Maximum	1
Zeros	404
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.024376883
median	0.1223697
Q3	0.33315593
95-th percentile	0.79762747
Maximum	1
Range	1
Interquartile range (IQR)	0.30877905

Descriptive statistics

Standard deviation	0.24695052
Coefficient of variation (CV)	1.1313248
Kurtosis	0.91546682
Mean	0.21828436
Median Absolute Deviation (MAD)	0.11376755
Skewness	1.3293108
Sum	1079.4162
Variance	0.060984558
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	404	8.2%
0.1683207622	9	0.2%
0.1043133803	8	0.2%
0.7670157068	8	0.2%
0.2147755986	6	0.1%
0.01475346189	6	0.1%
0.07392739274	6	0.1%
0.008977416187	6	0.1%
0.008718074656	6	0.1%
0.4852013586	6	0.1%
Other values (3834)	4480	90.6%

Value	Count	Frequency (%)
0	404	8.2%
0.0001257229067	1	< 0.1%
0.0001374570447	1	< 0.1%
0.0001497454328	1	< 0.1%
0.0001639613051	1	< 0.1%
0.0001840264998	1	< 0.1%
0.000187090739	1	< 0.1%
0.0001920122888	3	0.1%
0.0002118644068	1	< 0.1%
0.0002289377289	1	< 0.1%

Value	Count	Frequency (%)
1	5	0.1%
0.9995586937	2	< 0.1%
0.9993490996	1	< 0.1%
0.9993211134	1	< 0.1%
0.999019127	1	< 0.1%
0.9989354624	1	< 0.1%
0.9987957611	1	< 0.1%
0.9986842105	1	< 0.1%
0.9982948086	1	< 0.1%
0.9980620155	1	< 0.1%

onset_density_var_meas
Real number (ℝ)

High correlation

Distinct	4136
Distinct (%)	83.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	373.5279

Minimum	0
Maximum	7787.9118
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0
5-th percentile	21.541942
Q1	109.77862
median	233.61728
Q3	466.93519
95-th percentile	1152.8471
Maximum	7787.9118
Range	7787.9118
Interquartile range (IQR)	357.15657

Descriptive statistics

Standard deviation	463.59453
Coefficient of variation (CV)	1.2411242
Kurtosis	36.564701
Mean	373.5279
Median Absolute Deviation (MAD)	151.62654
Skewness	4.3949598
Sum	1847095.5
Variance	214919.89
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
343.9132231	10	0.2%
13.09061224	8	0.2%
75.19640853	8	0.2%
1190.792067	8	0.2%
1105.597594	7	0.1%
26.07151096	7	0.1%
55.35353085	7	0.1%
879.3785204	6	0.1%
191.5149872	6	0.1%
265.3443787	6	0.1%
Other values (4126)	4872	98.5%

Value	Count	Frequency (%)
0	1	< 0.1%
1.1875	1	< 0.1%
1.707927932	1	< 0.1%
1.716446125	1	< 0.1%
1.9375	1	< 0.1%
2.031354333	1	< 0.1%
2.061728395	1	< 0.1%
2.285441606	2	< 0.1%
2.300913315	1	< 0.1%
2.38519468	3	0.1%

Value	Count	Frequency (%)
7787.911834	1	< 0.1%
6860.022853	1	< 0.1%
5684.814209	1	< 0.1%
4236.809917	1	< 0.1%
4148.403978	1	< 0.1%
4093.029179	1	< 0.1%
3990.1779	1	< 0.1%
3990.1179	1	< 0.1%
3891.410482	1	< 0.1%
3766.26595	1	< 0.1%

velocity_mean
Real number (ℝ)

Distinct	3836
Distinct (%)	77.9%
Missing	19
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	89.19716

Minimum	25.67561
Maximum	127
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	25.67561
5-th percentile	62.065728
Q1	78.369674
median	89.053041
Q3	100
95-th percentile	118.96529
Maximum	127
Range	101.32439
Interquartile range (IQR)	21.630326

Descriptive statistics

Standard deviation	16.828664
Coefficient of variation (CV)	0.18866816
Kurtosis	0.10418538
Mean	89.19716
Median Absolute Deviation (MAD)	10.946096
Skewness	-0.040096292
Sum	439385.21
Variance	283.20395
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127	80	1.6%
100	74	1.5%
64	21	0.4%
80	20	0.4%
110	18	0.4%
90	13	0.3%
95	10	0.2%
117.5867803	8	0.2%
92.78566066	8	0.2%
73.34707781	7	0.1%
Other values (3826)	4667	94.4%
(Missing)	19	0.4%

Value	Count	Frequency (%)
25.67560976	1	< 0.1%
29.72132849	1	< 0.1%
33.08042489	1	< 0.1%
34.16447368	3	0.1%
36.33039389	1	< 0.1%
36.346651	1	< 0.1%
36.40262582	1	< 0.1%
37.28981723	3	0.1%
38.51096491	1	< 0.1%
39.13187773	2	< 0.1%

Value	Count	Frequency (%)
127	80	1.6%
126.9994318	1	< 0.1%
126.9993844	3	0.1%
126.9978614	1	< 0.1%
126.99447	1	< 0.1%
126.9658003	1	< 0.1%
126.9446883	1	< 0.1%
126.9144385	1	< 0.1%
126.8796875	2	< 0.1%
126.8505296	1	< 0.1%

velocity_std
Real number (ℝ)

High correlation Zeros

Distinct	3977
Distinct (%)	80.7%
Missing	19
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	15.978583

Minimum	0
Maximum	45.56935
Zeros	265
Zeros (%)	5.4%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	11.928353
median	16.466853
Q3	20.743468
95-th percentile	27.706618
Maximum	45.56935
Range	45.56935
Interquartile range (IQR)	8.8151151

Descriptive statistics

Standard deviation	7.5266382
Coefficient of variation (CV)	0.47104542
Kurtosis	0.13255461
Mean	15.978583
Median Absolute Deviation (MAD)	4.3789169
Skewness	-0.19592073
Sum	78710.498
Variance	56.650282
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	265	5.4%
7.851678694	8	0.2%
24.9117633	7	0.1%
12.15915728	6	0.1%
15.94021431	6	0.1%
18.61363375	6	0.1%
12.83890534	6	0.1%
13.47134686	6	0.1%
20.35218674	5	0.1%
9.508898339	5	0.1%
Other values (3967)	4606	93.1%
(Missing)	19	0.4%

Value	Count	Frequency (%)
0	265	5.4%
0.03370520443	1	< 0.1%
0.03508231911	3	0.1%
0.04181203638	1	< 0.1%
0.06611330926	1	< 0.1%
0.06624211744	1	< 0.1%
0.1033843624	1	< 0.1%
0.1687239944	1	< 0.1%
0.2230224313	1	< 0.1%
0.2363183864	2	< 0.1%

Value	Count	Frequency (%)
45.56934998	1	< 0.1%
41.28393995	1	< 0.1%
39.81364347	1	< 0.1%
39.2480988	1	< 0.1%
39.24509782	1	< 0.1%
39.206857	1	< 0.1%
39.01001935	1	< 0.1%
38.79308951	1	< 0.1%
38.67004097	1	< 0.1%
38.40861764	3	0.1%

velocity_p95_minus_p5
Real number (ℝ)

High correlation Zeros

Distinct	127
Distinct (%)	2.6%
Missing	19
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	49.330897

Minimum	0
Maximum	126
Zeros	409
Zeros (%)	8.3%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	35
median	51
Q3	65
95-th percentile	88
Maximum	126
Range	126
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	25.320422
Coefficient of variation (CV)	0.51327715
Kurtosis	0.23267324
Mean	49.330897
Median Absolute Deviation (MAD)	15
Skewness	-0.056631687
Sum	243004
Variance	641.12378
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	409	8.3%
56	122	2.5%
53	115	2.3%
51	107	2.2%
47	107	2.2%
50	105	2.1%
57	103	2.1%
60	94	1.9%
54	94	1.9%
48	94	1.9%
Other values (117)	3576	72.3%

Value	Count	Frequency (%)
0	409	8.3%
1	19	0.4%
2	7	0.1%
3	8	0.2%
4	1	< 0.1%
5	11	0.2%
6	14	0.3%
7	2	< 0.1%
8	8	0.2%
9	8	0.2%

Value	Count	Frequency (%)
126	14	0.3%
125	5	0.1%
124	1	< 0.1%
123	1	< 0.1%
122	4	0.1%
121	8	0.2%
120	3	0.1%
119	6	0.1%
118	2	< 0.1%
117	8	0.2%

articulation_ratio
Real number (ℝ)

High correlation

Distinct	4235
Distinct (%)	85.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.70169278

Minimum	0.014586322
Maximum	15.410088
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0.014586322
5-th percentile	0.26600271
Q1	0.45314748
median	0.64180912
Q3	0.87304945
95-th percentile	1.3372376
Maximum	15.410088
Range	15.395501
Interquartile range (IQR)	0.41990197

Descriptive statistics

Standard deviation	0.41038058
Coefficient of variation (CV)	0.58484366
Kurtosis	336.38981
Mean	0.70169278
Median Absolute Deviation (MAD)	0.2030916
Skewness	10.394386
Sum	3469.8708
Variance	0.16841222
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8469776995	6	0.1%
0.6817887757	6	0.1%
0.4776001898	6	0.1%
0.307666413	6	0.1%
0.3660409791	6	0.1%
0.9011416521	6	0.1%
0.4228317371	6	0.1%
0.3946501888	6	0.1%
0.9967910547	6	0.1%
0.111043909	6	0.1%
Other values (4225)	4885	98.8%

Value	Count	Frequency (%)
0.01458632233	1	< 0.1%
0.01607445008	1	< 0.1%
0.02136866524	1	< 0.1%
0.02140541571	1	< 0.1%
0.09822093574	1	< 0.1%
0.09884320287	1	< 0.1%
0.1109492775	2	< 0.1%
0.111043909	6	0.1%
0.1183864574	1	< 0.1%
0.1249628497	1	< 0.1%

Value	Count	Frequency (%)
15.41008772	1	< 0.1%
3.867873652	1	< 0.1%
3.648404576	1	< 0.1%
3.371246246	1	< 0.1%
3.298924344	1	< 0.1%
2.878151261	1	< 0.1%
2.864864865	2	< 0.1%
2.819968553	1	< 0.1%
2.694158076	1	< 0.1%
2.629053889	1	< 0.1%

drum_note_ratio
Real number (ℝ)

Zeros

Distinct	3472
Distinct (%)	70.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.28938372

Minimum	0
Maximum	1
Zeros	622
Zeros (%)	12.6%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.19476492
median	0.29124324
Q3	0.39041816
95-th percentile	0.57601467
Maximum	1
Range	1
Interquartile range (IQR)	0.19565324

Descriptive statistics

Standard deviation	0.17349633
Coefficient of variation (CV)	0.59953728
Kurtosis	0.7150874
Mean	0.28938372
Median Absolute Deviation (MAD)	0.097816849
Skewness	0.30356194
Sum	1431.0025
Variance	0.030100976
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	622	12.6%
1	19	0.4%
0.2590228873	12	0.2%
0.3981738785	9	0.2%
0.2977485454	8	0.2%
0.4738817024	8	0.2%
0.3288412947	7	0.1%
0.1880168776	7	0.1%
0.2711198428	7	0.1%
0.2694805195	7	0.1%
Other values (3462)	4239	85.7%

Value	Count	Frequency (%)
0	622	12.6%
0.0001509889778	1	< 0.1%
0.000254000508	1	< 0.1%
0.0006291946309	1	< 0.1%
0.0006696428571	1	< 0.1%
0.0007042253521	1	< 0.1%
0.001118255521	1	< 0.1%
0.001405481377	1	< 0.1%
0.001497005988	1	< 0.1%
0.001688713763	1	< 0.1%

Value	Count	Frequency (%)
1	19	0.4%
0.8936344969	1	< 0.1%
0.8645343368	3	0.1%
0.8581632653	3	0.1%
0.8534482759	1	< 0.1%
0.8354037267	1	< 0.1%
0.8231271371	1	< 0.1%
0.8047337278	1	< 0.1%
0.775893261	2	< 0.1%
0.7715935619	1	< 0.1%

pitch_register_mean
Real number (ℝ)

Distinct	3980
Distinct (%)	80.8%
Missing	19
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	59.32448

Minimum	25.181159
Maximum	89.240793
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	25.181159
5-th percentile	50.935355
Q1	56.940118
median	59.578305
Q3	62.205129
95-th percentile	66.227913
Maximum	89.240793
Range	64.059634
Interquartile range (IQR)	5.2650118

Descriptive statistics

Standard deviation	4.8759294
Coefficient of variation (CV)	0.082190848
Kurtosis	4.5222225
Mean	59.32448
Median Absolute Deviation (MAD)	2.6314999
Skewness	-0.70379087
Sum	292232.39
Variance	23.774687
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
63.24561925	12	0.2%
66.29485488	9	0.2%
59.8632301	9	0.2%
54.7972973	8	0.2%
58.30802792	8	0.2%
62.35729652	7	0.1%
59.87568306	7	0.1%
58.8812933	7	0.1%
60.49174528	7	0.1%
62.9292697	6	0.1%
Other values (3970)	4846	98.0%
(Missing)	19	0.4%

Value	Count	Frequency (%)
25.18115942	1	< 0.1%
28.60062893	1	< 0.1%
29.70886076	3	0.1%
30.63157895	1	< 0.1%
32.63976945	1	< 0.1%
33.00924499	1	< 0.1%
33.60571429	1	< 0.1%
34.50453172	1	< 0.1%
34.88580247	1	< 0.1%
34.9896861	1	< 0.1%

Value	Count	Frequency (%)
89.2407932	1	< 0.1%
89.07169811	1	< 0.1%
84.64814815	1	< 0.1%
82.84615385	1	< 0.1%
78.89665428	1	< 0.1%
77.87550201	1	< 0.1%
77.64774381	1	< 0.1%
76.3972021	1	< 0.1%
76.24765064	1	< 0.1%
74.90724479	1	< 0.1%

length_measures
Real number (ℝ)

High correlation

Distinct	274
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	105.26168

Minimum	1
Maximum	898
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	38.8 KiB

Quantile statistics

Minimum	1
5-th percentile	43
Q1	74
median	99
Q3	127
95-th percentile	184
Maximum	898
Range	897
Interquartile range (IQR)	53

Descriptive statistics

Standard deviation	50.789824
Coefficient of variation (CV)	0.48251011
Kurtosis	33.573789
Mean	105.26168
Median Absolute Deviation (MAD)	26
Skewness	3.3969731
Sum	520519
Variance	2579.6063
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88	90	1.8%
99	78	1.6%
72	71	1.4%
100	70	1.4%
78	65	1.3%
86	60	1.2%
117	60	1.2%
87	60	1.2%
70	59	1.2%
83	56	1.1%
Other values (264)	4276	86.5%

Value	Count	Frequency (%)
1	1	< 0.1%
11	1	< 0.1%
13	2	< 0.1%
14	4	0.1%
16	3	0.1%
17	15	0.3%
18	14	0.3%
19	7	0.1%
20	10	0.2%
21	3	0.1%

Value	Count	Frequency (%)
898	1	< 0.1%
852	1	< 0.1%
676	1	< 0.1%
647	1	< 0.1%
571	1	< 0.1%
556	1	< 0.1%
489	1	< 0.1%
479	1	< 0.1%
475	1	< 0.1%
445	1	< 0.1%

Interactions

Correlations

	articulation_ratio	drum_note_ratio	empty_beat_rate	empty_measure_rate	groove_consistency	length_measures	n_pitch_classes_used	n_pitches_used	notes_density	offgrid_rate_16	onset_density_var_meas	pitch_class_entropy	pitch_entropy	pitch_range	pitch_register_mean	polyphony	polyphony_rate	same_pitch_overlap_count	scale_consistency	tempo_changes	tempo_mean_bpm	tempo_std_bpm	time_signature_changes	velocity_mean	velocity_p95_minus_p5	velocity_std
articulation_ratio	1.000	-0.234	-0.026	-0.044	-0.077	-0.054	0.033	0.087	-0.527	0.112	-0.379	0.193	0.192	-0.013	0.041	0.425	0.506	0.128	-0.054	0.162	-0.152	0.149	0.022	-0.100	-0.025	-0.042
drum_note_ratio	-0.234	1.000	-0.059	-0.030	0.185	0.187	-0.195	-0.197	0.270	-0.181	0.105	-0.265	-0.187	0.029	-0.238	-0.044	-0.091	-0.024	0.186	-0.240	0.232	-0.205	-0.110	0.201	0.089	0.114
empty_beat_rate	-0.026	-0.059	1.000	0.863	-0.214	-0.162	0.114	0.126	0.022	0.164	0.201	0.095	0.088	0.100	0.090	0.172	0.018	-0.135	-0.073	0.112	-0.098	0.128	0.058	-0.112	0.149	0.117
empty_measure_rate	-0.044	-0.030	0.863	1.000	-0.169	-0.135	0.082	0.105	0.071	0.113	0.218	0.068	0.064	0.093	0.066	0.190	0.062	-0.129	-0.046	0.100	-0.098	0.120	0.081	-0.098	0.140	0.109
groove_consistency	-0.077	0.185	-0.214	-0.169	1.000	0.098	-0.302	-0.337	0.051	-0.721	-0.137	-0.264	-0.267	-0.202	-0.190	-0.257	-0.155	-0.029	0.188	-0.088	0.234	-0.066	-0.039	0.177	-0.272	-0.234
length_measures	-0.054	0.187	-0.162	-0.135	0.098	1.000	0.068	0.110	0.337	-0.071	0.005	-0.073	0.032	0.191	-0.091	-0.070	-0.119	0.089	0.021	-0.091	0.536	-0.063	-0.005	0.058	0.070	0.088
n_pitch_classes_used	0.033	-0.195	0.114	0.082	-0.302	0.068	1.000	0.764	0.012	0.262	0.060	0.693	0.576	0.265	0.163	0.140	0.067	0.050	-0.712	0.143	-0.121	0.130	0.074	-0.120	0.111	0.083
n_pitches_used	0.087	-0.197	0.126	0.105	-0.337	0.110	0.764	1.000	0.041	0.258	0.164	0.692	0.798	0.638	0.259	0.333	0.182	0.067	-0.650	0.165	-0.173	0.151	0.094	-0.139	0.185	0.159
notes_density	-0.527	0.270	0.022	0.071	0.051	0.337	0.012	0.041	1.000	-0.045	0.622	-0.198	-0.163	0.174	-0.095	0.185	0.016	0.023	0.109	-0.198	0.442	-0.164	-0.044	0.115	0.193	0.219
offgrid_rate_16	0.112	-0.181	0.164	0.113	-0.721	-0.071	0.262	0.258	-0.045	1.000	0.023	0.230	0.196	0.118	0.123	0.178	0.142	0.013	-0.170	0.056	-0.109	0.051	-0.009	-0.189	0.208	0.170
onset_density_var_meas	-0.379	0.105	0.201	0.218	-0.137	0.005	0.060	0.164	0.622	0.023	1.000	-0.069	-0.018	0.259	-0.011	0.317	0.097	0.055	0.045	0.002	-0.062	0.008	0.044	0.047	0.230	0.239
pitch_class_entropy	0.193	-0.265	0.095	0.068	-0.264	-0.073	0.693	0.692	-0.198	0.230	-0.069	1.000	0.759	0.192	0.293	0.182	0.146	0.046	-0.848	0.191	-0.252	0.175	0.084	-0.161	0.057	0.029
pitch_entropy	0.192	-0.187	0.088	0.064	-0.267	0.032	0.576	0.798	-0.163	0.196	-0.018	0.759	1.000	0.455	0.284	0.260	0.131	0.056	-0.635	0.181	-0.204	0.162	0.085	-0.098	0.088	0.067
pitch_range	-0.013	0.029	0.100	0.093	-0.202	0.191	0.265	0.638	0.174	0.118	0.259	0.192	0.455	1.000	0.200	0.297	0.123	0.049	-0.168	0.030	-0.035	0.028	0.031	-0.057	0.244	0.236
pitch_register_mean	0.041	-0.238	0.090	0.066	-0.190	-0.091	0.163	0.259	-0.095	0.123	-0.011	0.293	0.284	0.200	1.000	0.115	0.068	-0.025	-0.150	0.135	-0.156	0.118	0.010	-0.185	0.059	0.039
polyphony	0.425	-0.044	0.172	0.190	-0.257	-0.070	0.140	0.333	0.185	0.178	0.317	0.182	0.260	0.297	0.115	1.000	0.790	0.085	-0.035	0.086	-0.250	0.082	0.036	-0.105	0.260	0.240
polyphony_rate	0.506	-0.091	0.018	0.062	-0.155	-0.119	0.067	0.182	0.016	0.142	0.097	0.146	0.131	0.123	0.068	0.790	1.000	0.096	0.027	0.099	-0.317	0.097	0.024	-0.104	0.128	0.112
same_pitch_overlap_count	0.128	-0.024	-0.135	-0.129	-0.029	0.089	0.050	0.067	0.023	0.013	0.055	0.046	0.056	0.049	-0.025	0.085	0.096	1.000	-0.021	0.051	-0.068	0.042	-0.006	0.033	0.027	0.032
scale_consistency	-0.054	0.186	-0.073	-0.046	0.188	0.021	-0.712	-0.650	0.109	-0.170	0.045	-0.848	-0.635	-0.168	-0.150	-0.035	0.027	-0.021	1.000	-0.141	0.122	-0.130	-0.075	0.090	-0.025	-0.008
tempo_changes	0.162	-0.240	0.112	0.100	-0.088	-0.091	0.143	0.165	-0.198	0.056	0.002	0.191	0.181	0.030	0.135	0.086	0.099	0.051	-0.141	1.000	-0.306	0.954	0.199	-0.095	-0.005	-0.022
tempo_mean_bpm	-0.152	0.232	-0.098	-0.098	0.234	0.536	-0.121	-0.173	0.442	-0.109	-0.062	-0.252	-0.204	-0.035	-0.156	-0.250	-0.317	-0.068	0.122	-0.306	1.000	-0.252	-0.124	0.150	-0.023	0.003
tempo_std_bpm	0.149	-0.205	0.128	0.120	-0.066	-0.063	0.130	0.151	-0.164	0.051	0.008	0.175	0.162	0.028	0.118	0.082	0.097	0.042	-0.130	0.954	-0.252	1.000	0.186	-0.077	-0.010	-0.025
time_signature_changes	0.022	-0.110	0.058	0.081	-0.039	-0.005	0.074	0.094	-0.044	-0.009	0.044	0.084	0.085	0.031	0.010	0.036	0.024	-0.006	-0.075	0.199	-0.124	0.186	1.000	-0.050	0.007	-0.004
velocity_mean	-0.100	0.201	-0.112	-0.098	0.177	0.058	-0.120	-0.139	0.115	-0.189	0.047	-0.161	-0.098	-0.057	-0.185	-0.105	-0.104	0.033	0.090	-0.095	0.150	-0.077	-0.050	1.000	-0.365	-0.295
velocity_p95_minus_p5	-0.025	0.089	0.149	0.140	-0.272	0.070	0.111	0.185	0.193	0.208	0.230	0.057	0.088	0.244	0.059	0.260	0.128	0.027	-0.025	-0.005	-0.023	-0.010	0.007	-0.365	1.000	0.951
velocity_std	-0.042	0.114	0.117	0.109	-0.234	0.088	0.083	0.159	0.219	0.170	0.239	0.029	0.067	0.236	0.039	0.240	0.112	0.032	-0.008	-0.022	0.003	-0.025	-0.004	-0.295	0.951	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	path	polyphony	polyphony_rate	notes_density	empty_beat_rate	empty_measure_rate	groove_consistency	n_pitch_classes_used	n_pitches_used	pitch_class_entropy	pitch_entropy	pitch_range	scale_consistency	same_pitch_overlap_count	time_signature_changes	parsable_nonempty	tempo_mean_bpm	tempo_std_bpm	tempo_changes	offgrid_rate_16	onset_density_var_meas	velocity_mean	velocity_std	velocity_p95_minus_p5	articulation_ratio	drum_note_ratio	pitch_register_mean	length_measures
0	data\lmd_matched\L\Z\W\TRLZWCX128F145AA1D\ab7ab1af34eee345a1b10cc05511aade.mid	3.408006	0.640329	3.271300	0.022727	0.000000	0.900716	12	37	3.044753	4.653408	48	0.938731	0	0	1	61.054718	14.038081	127	0.555799	22.795225	88.759300	13.728177	40.0	0.884938	0.000000	61.962801	33
1	data\lmd_matched\Z\E\Z\TRZEZJQ128F148A16C\126e07424cdd7d80897d53025c69d50e.mid	3.421109	0.676395	23.140333	0.007233	0.007194	0.985809	7	36	2.617463	4.149508	65	1.000000	0	0	1	138.000193	0.000000	0	0.277798	199.091248	78.982929	31.877727	105.0	0.576384	0.277440	48.745670	139
2	data\lmd_matched\C\Z\R\TRCZRSP12903D000ED\9d67f17e1edb1cf6632a3ad237b54fc3.mid	4.121339	0.690377	2.982755	0.000000	0.000000	0.985346	9	33	2.981946	4.601312	48	0.900000	0	0	1	83.466655	5.004886	14	0.000000	17.733333	50.737500	17.090136	41.0	2.302083	0.000000	59.906250	60
3	data\lmd_matched\W\H\C\TRWHCTE128F92F9098\944ffadab173149ac284c43280b5c7f9.mid	6.343536	0.960756	16.148797	0.017544	0.017544	0.987909	10	36	2.826041	4.390613	50	0.981243	0	1	1	90.003465	0.000000	0	0.025348	102.009849	56.447831	11.307019	38.0	0.854882	0.302535	60.256155	57
4	data\lmd_matched\S\F\S\TRSFSEN12903CB466B\b1c29d073fc61775668e4b08969450f1.mid	2.919358	0.446357	15.567516	0.003436	0.000000	0.949138	12	78	3.152081	5.533689	82	0.870165	0	0	1	87.866735	16.516134	14	0.022597	16.911100	88.098813	14.242988	47.0	0.278453	0.000000	64.674071	146
5	data\lmd_matched\A\D\N\TRADNFJ128F92FFA5A\2bdf04253e981eb1a30b9df7beec30e1.mid	4.373919	0.905318	10.064392	0.000000	0.000000	0.903212	10	31	2.852635	4.361776	41	0.961696	26	0	1	75.048995	2.888335	99	0.521888	51.279467	75.104651	13.449734	44.0	0.820138	0.000000	57.644323	49
6	data\lmd_matched\J\M\U\TRJMUFE128F4271BA7\9995e2c208cd5d8b8c5bba658bc197bf.mid	6.476804	0.975540	35.438260	0.016129	0.016129	0.670224	12	47	3.380719	4.510901	61	0.774600	1	0	1	82.002389	0.000000	0	0.247137	365.277575	78.226300	22.726226	100.0	0.352787	0.312751	64.989417	124
7	data\lmd_matched\U\K\E\TRUKEIZ128EF34B6C4\26e82b06f7d58898ae263f4c9f333e00.mid	3.977454	0.865027	26.437448	0.011730	0.011628	0.880025	10	43	2.509064	4.206810	67	0.953084	0	1	1	110.000110	0.000000	0	0.276782	300.665765	88.549754	14.373619	43.0	0.393686	0.461711	57.570185	86
8	data\lmd_matched\P\H\B\TRPHBMS128EF351F1E\514ddc3d4b33205be7d8ec149fdc1e32.mid	4.868840	0.736459	22.476960	0.009174	0.009174	0.839892	12	35	2.813186	4.031737	60	0.978121	8	0	1	130.000130	0.000000	0	0.421076	534.466627	113.044835	16.432216	49.0	0.588554	0.382776	61.162482	109
9	data\lmd_matched\N\D\C\TRNDCHA128F149C1E3\2c77d351ced6bce2fea61eb5596b3084.mid	5.022336	0.906738	14.433067	0.000000	0.000000	0.881348	8	29	2.712028	4.196525	48	0.994215	1	1	1	75.999970	0.000000	0	0.220432	86.969467	127.000000	0.000000	0.0	0.932022	0.525883	60.073753	65

	path	polyphony	polyphony_rate	notes_density	empty_beat_rate	empty_measure_rate	groove_consistency	n_pitch_classes_used	n_pitches_used	pitch_class_entropy	pitch_entropy	pitch_range	scale_consistency	same_pitch_overlap_count	time_signature_changes	parsable_nonempty	tempo_mean_bpm	tempo_std_bpm	tempo_changes	offgrid_rate_16	onset_density_var_meas	velocity_mean	velocity_std	velocity_p95_minus_p5	articulation_ratio	drum_note_ratio	pitch_register_mean	length_measures
4935	data\lmd_matched\N\T\V\TRNTVGG128F9335943\f4ac519e245ad8224f607dace5d17e6f.mid	1.634179	0.041775	9.589217	0.005208	0.000000	0.988697	12	50	3.357418	5.078513	72	0.813234	0	0	1	121.604647	9.952240	693	0.000000	25.624566	47.708645	14.663768	47.0	0.326574	0.000000	66.929562	48
4936	data\lmd_matched\V\P\J\TRVPJOU12903D0736E\b7ed7f8ced3e2cfd6eacc785d1d9c529.mid	5.404941	0.862374	29.426328	0.007229	0.000000	0.896744	9	36	2.902622	4.644014	58	0.951329	18	12	1	93.999981	0.000000	0	0.619488	378.103458	97.563561	21.824762	73.0	0.393254	0.598535	60.923791	104
4937	data\lmd_matched\J\E\F\TRJEFPJ128E0784869\d52ecdc2866afcca28a29d253d2ded9f.mid	6.043828	0.958005	31.042706	0.007859	0.007812	0.974573	9	40	2.424991	3.445140	67	0.987947	0	0	1	124.000248	0.000000	0	0.540642	760.205994	68.606712	19.533617	58.0	0.520202	0.298608	61.664009	128
4938	data\lmd_matched\Q\J\I\TRQJIXA128F428DFCF\b3abafccb272cd07fdf53a16ab7b9b10.mid	3.448414	0.736591	9.187115	0.000000	0.000000	0.985594	7	27	2.705286	4.119627	46	1.000000	2	0	1	73.500016	8.645816	3	0.000000	51.672687	81.226337	17.826848	59.0	0.714461	0.522218	57.583539	95
4939	data\lmd_matched\B\M\D\TRBMDPW128E078A7EE\24297fe5bace6dccd5bfbbf9a23e7044.mid	7.531575	0.966957	19.237752	0.016260	0.010753	0.948143	11	41	2.511993	4.200838	55	0.985019	7	4	1	96.000000	0.000000	0	0.125367	188.390103	82.655698	19.445716	56.0	0.825201	0.155636	48.080792	93
4940	data\lmd_matched\S\A\M\TRSAMZF128F4243C77\9cb3c6890d8ad7aa9fce6fbbac06e01f.mid	4.455428	0.947489	13.586892	0.013652	0.013514	0.952911	8	26	2.737447	4.273263	39	0.983121	0	0	1	98.000144	0.000000	0	0.072869	70.334003	69.033759	14.866847	50.0	0.678057	0.000000	58.697406	74
4941	data\lmd_matched\A\J\F\TRAJFBN128F930527C\2df0e148368eae5e88f2439ffca4f06f.mid	3.777686	0.602855	25.047192	0.000000	0.000000	0.985383	8	37	2.570845	4.215106	65	0.981536	0	0	1	122.999969	0.000000	0	0.004090	299.245184	89.199409	15.043172	48.0	0.425761	0.556937	58.258493	125
4942	data\lmd_matched\W\X\N\TRWXNMY128F93144E3\dacd7b388104a734e09c5584d34008cb.mid	5.137102	0.802053	9.298550	0.011719	0.000000	0.818452	12	59	3.202597	5.127285	62	0.874644	0	0	1	58.863190	17.421492	94	0.244673	444.187500	71.134972	13.777767	36.0	0.574455	0.002841	62.350427	64
4943	data\lmd_matched\X\X\W\TRXXWFP128F92C92B0\d63d1de7f86a88202590d2d8c6903b95.mid	2.824821	0.422427	6.430186	0.018727	0.000000	0.824179	10	41	2.934893	4.659878	60	0.961203	0	0	1	100.000000	0.000000	0	0.809893	18.924037	93.897187	15.827670	50.0	0.525259	0.000000	59.742968	67
4944	data\lmd_matched\Z\Z\L\TRZZLNL128F424316A\fe96bf5ed3bd8851b69ddc80fbd96d0d.mid	2.929831	0.548228	14.468784	0.022727	0.009091	0.948777	9	28	2.618212	3.896889	55	0.998462	18	0	1	87.000653	0.000000	0	0.036919	258.915372	115.434462	13.461884	37.0	0.388503	0.259344	57.394462	110

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample